Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "128"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 128 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 225 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 218 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_29478/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 128, Node 10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.371088 -0.845720 -0.674624 -0.793652 -0.820235 0.965035 -1.392956 -0.818728 0.7624 0.7813 0.2592 2.714741 2.992518
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.00% -0.433886 0.429280 0.317720 -0.573180 -0.294447 0.665882 -1.295937 -1.038852 0.6944 0.6893 0.2478 2.086230 2.161078
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.633786 -0.727570 0.030386 -0.772832 -0.488709 1.108418 -1.937590 -0.051649 0.0339 0.0562 0.0020 nan nan
2459591 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 350.120201 350.375088 inf inf 74.779245 77.643014 868.390169 903.065040 nan nan nan 0.000000 0.000000
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% -0.470726 1.019240 0.023469 -0.866452 0.015426 1.447847 -1.302472 -0.427928 0.6328 0.6387 0.3469 1.823114 1.810021
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% -0.605123 0.364280 -0.487791 -1.008624 -0.717899 -0.332281 -1.062519 -0.972136 0.6800 0.6767 0.2778 1.720820 1.803398
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.237397 0.333973 0.627915 -0.184084 -1.047469 0.249120 -1.117266 -0.934300 0.7274 0.7102 0.2340 2.435641 2.101533
2459587 digital_ok 100.00% - - - 100.00% 0.00% -0.807769 1.475000 2.053443 -0.549217 2.077618 3.812276 1.760215 2.282885 nan nan nan 13.062984 13.354840
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% -1.592614 -0.440896 -0.714541 -0.070270 -0.197661 -1.101733 -1.193177 -1.052391 0.6368 0.6449 0.3311 1.585489 1.562234
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.258624 0.688963 -0.898233 -0.242871 -0.718244 -0.601871 -1.272789 -0.418699 0.0364 0.0601 0.0025 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.507941 0.991066 1.530726 4.600235 10.183760 9.082081 -0.772637 -0.796047 0.5825 0.5924 0.3454 12.114671 11.078220
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.54% -1.722709 0.497835 1.101689 2.159639 0.426149 -0.240156 -1.045783 -0.940012 0.6363 0.6457 0.3626 1.774659 1.753373
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.54% -1.497019 0.684669 1.245291 2.081900 0.334159 -0.519438 -1.042861 -0.912833 0.6443 0.6507 0.3656 1.728254 1.700380
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.54% -1.581557 0.263396 0.530043 2.675507 0.168123 0.119753 -0.904942 -0.996555 0.6369 0.6460 0.3741 1.304842 1.353979
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.54% -1.335530 0.585033 1.428137 2.852906 1.016861 0.021563 -1.282332 -0.749832 0.6474 0.6537 0.3630 1.699900 1.639696
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -1.309828 0.477852 1.796263 3.158922 0.488589 -0.093096 -0.971208 -1.069894 0.6420 0.6491 0.3706 1.817221 1.737399
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.291142 1.456244 -0.323592 1.108401 -0.015034 1.894047 -0.587565 -0.998513 0.0404 0.0723 0.0037 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.556805 0.403931 0.607538 2.563503 0.229926 0.272815 -1.007316 -0.911075 0.6371 0.6458 0.3713 1.329197 1.389272
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% -1.212577 0.114935 0.271324 1.796054 -0.049315 0.620030 -0.699265 -0.941569 0.6674 0.6755 0.3668 1.555207 1.546863
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% -1.299011 0.164554 0.491311 1.409980 0.030483 -0.735608 0.163263 0.820669 0.7370 0.7402 0.3169 1.534759 1.596112
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.428984 -0.032388 0.210052 1.362791 -0.174458 0.273331 -1.079831 -1.038939 0.6646 0.6734 0.3690 1.616566 1.615642
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.117029 -0.065437 1.836525 3.468536 0.426299 -0.234917 -0.993817 -0.888018 0.6586 0.6704 0.3713 1.607986 1.657374
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.532328 -0.223182 0.435464 1.683609 0.192384 -0.114725 -0.772007 -1.183076 0.6612 0.6711 0.3674 1.271519 1.344010
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -1.089306 0.514792 0.409804 1.968246 -0.282665 1.247905 -0.245350 1.209427 0.7484 0.7536 0.2298 2.072185 2.041967
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -1.238359 0.292831 0.882432 2.290457 0.144365 0.182166 -1.055258 -0.342233 0.6590 0.6665 0.3766 1.623997 1.621634
2459565 digital_ok 0.00% - - - 100.00% 0.00% 1.059218 1.059218 0.968690 0.968690 -0.627210 -0.627210 -0.758470 -0.758470 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2841.899343 1332.277128 inf inf -54745.641104 -24964.880515 -93147.810753 -43297.665053 nan nan nan 0.000000 0.000000
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.668574 0.307899 -0.770306 1.899202 -0.308822 0.106067 -0.810033 -0.499757 0.6644 0.6714 0.3703 1.630179 1.622686
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.140474 -0.997386 -1.182747 -1.919400 -0.874506 -0.506310 -0.419328 -0.549627 0.6665 0.6754 0.3679 1.700570 1.618976
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.315489 -0.280717 -1.400611 -1.900076 -0.989073 -0.154881 -0.812553 -0.647809 0.6703 0.6810 0.3727 1.641028 1.616420
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.011761 -0.714853 -1.191298 -1.989108 -0.577977 0.191069 -0.453218 -0.800427 0.6654 0.6728 0.3796 1.761796 1.607889
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 2.15% -1.451946 -0.585203 -1.310835 -2.297426 -0.854813 0.036222 -0.422785 -0.599175 0.6671 0.6729 0.3662 1.747045 1.635055
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.271326 0.604601 1.670951 2.380964 0.822900 -0.439517 -1.072077 -0.804817 0.6695 0.6743 0.3738 1.500214 1.484554
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0381 0.0735 0.0032 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.135470 0.295917 1.589825 2.595443 0.337307 0.320256 -1.594379 -0.545094 0.6622 0.6684 0.3757 1.629234 1.640611
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6725 0.6785 0.3817 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6694 0.6755 0.3799 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.989429 0.564232 1.925428 4.819516 1.350848 1.384575 -0.751897 -0.387133 0.6741 0.6798 0.3794 9.846113 9.654618
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.195757 -0.703385 -1.491730 -2.503567 -1.103045 -0.663052 -0.439419 -0.465869 0.6627 0.6725 0.3762 1.626802 1.505940
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0407 0.0565 0.0028 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.133721 0.255519 1.173825 2.830976 0.392049 0.664102 -1.006430 -0.674738 0.6666 0.6778 0.3840 1.534018 1.550055
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -1.373027 0.260356 -0.229702 3.793145 1.429208 0.130250 -0.933890 -1.158869 0.7333 0.7385 0.3363 1.340682 1.368692
2459541 digital_ok 0.00% 1.34% 1.34% 0.00% 21.88% 0.00% -0.976006 0.465106 1.780946 3.900004 0.433714 3.074539 -0.357779 0.899469 0.7245 0.7262 0.3179 1.598204 1.553710
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 1.79% -1.450012 0.621645 -1.634731 -1.872244 -1.000311 -0.578629 -1.071590 -1.004138 0.7328 0.7286 0.3302 1.556555 1.509168
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.818123 0.720955 2.244678 6.272095 0.953672 3.482968 -0.789590 -1.547532 0.0869 0.0809 0.0120 0.000000 0.000000
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.240078 0.194246 -1.360358 -1.718249 -0.960964 -0.852924 -0.673560 -0.774748 0.0832 0.0816 0.0116 45.757267 38.582546
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.210682 -0.052718 -1.331290 -1.592862 -0.194384 -0.452511 -0.472120 -0.829909 0.0934 0.0869 0.0124 13.193440 5.773223
2459533 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.136907 1.299535 1.755017 2.655576 0.057093 1.204316 -1.115383 -0.739393 0.0887 0.0809 0.0119 0.000000 0.000000
2459532 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.185369 1.013550 2.328079 3.687299 0.667020 1.729826 -1.184679 -0.925001 0.0871 0.0797 0.0117 0.000000 0.000000
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.257440 0.280882 -1.211407 -1.791950 -0.751601 -0.841322 -0.381080 -0.758887 0.0916 0.0879 0.0159 53.656108 53.278277
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.324533 1.465112 1.910155 2.749754 2.478666 5.905963 -1.253830 -0.707796 0.9143 0.9412 0.2689 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% -0.885276 2.111338 1.769637 4.842252 -0.743914 4.645160 -1.042001 -1.090013 nan nan nan 21.054132 11.666841
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.434051 2.513432 2.086824 4.298692 1.210888 2.663511 -0.952790 1.472267 0.6698 0.7198 0.3506 0.000000 0.000000
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.689441 1.471115 -0.412996 0.415034 0.415613 2.564462 -0.699345 -0.704359 0.0472 0.0670 0.0042 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.663564 1.489025 1.422471 1.271528 0.010506 0.702197 0.645413 1.121605 0.9173 0.9579 0.1655 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.942881 1.452875 1.867184 3.097010 -0.505809 0.781726 -0.941301 -1.006143 0.8973 0.8755 0.1791 5.433864 4.968624
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.207632 1.778025 2.219052 3.625486 2.919173 6.523628 -1.338032 -1.159905 0.8740 0.8685 0.4230 0.000000 0.000000
2459501 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.418283 1.187044 2.541640 2.962942 0.942573 5.422832 -1.109413 -1.157109 0.8781 0.9116 0.3507 0.000000 0.000000
2459500 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.691851 2.669214 3.805376 3.436620 4.895319 5.174067 -1.327854 -0.997412 0.8855 0.9070 0.3446 0.000000 0.000000
2459499 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.591065 3.183302 4.316371 4.186380 4.773961 5.124584 -1.149653 0.858753 0.8920 0.9441 0.1647 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 0.956339 1.673432 2.186400 2.568570 2.089171 3.132401 -1.322408 -1.150477 0.8926 0.9089 0.3724 0.000000 0.000000
2459497 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.276048 2.191941 2.484193 2.998880 2.954024 4.825517 -1.146690 -0.871109 0.9013 0.9339 0.3147 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 0.754924 1.693891 1.987022 2.492198 1.924600 3.608737 -1.282058 -1.023324 0.9211 0.9272 0.3402 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 0.552627 1.433804 1.743335 2.387332 1.463476 3.252111 -1.174189 -0.946551 0.9174 0.9235 0.3691 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 1.050657 1.419831 2.174813 2.233237 1.669801 2.689695 -1.106526 -1.276784 0.9074 0.9158 0.3803 0.000000 0.000000
2459492 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.655821 1.049368 2.665428 5.878670 0.586264 6.357825 -0.782031 0.815398 0.7702 0.8176 0.3244 5.990874 4.892413
2459491 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.817481 0.292202 2.631066 6.300542 1.780640 8.346630 -1.215980 0.188126 0.8041 0.8298 0.2683 4.187613 3.060703
2459490 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.462977 1.104784 2.456713 7.211510 0.977120 6.011465 14.709410 0.833834 0.7582 0.8106 0.3795 6.906916 5.049373
2459489 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.523766 0.535212 2.348536 6.031423 -0.473808 6.387791 -0.457827 -0.755689 0.7741 0.8158 0.3277 7.970630 5.070641
2459488 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.405608 0.423413 2.253286 5.247328 -0.790291 6.444021 -0.769158 -1.745824 0.7757 0.8188 0.3532 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 128: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 16.376713 0.407713 1.695136 2.246340 1.225630 16.305409 16.376713 0.082161 -0.225521

Antenna 128: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.318017 1.318017 -1.085581 0.301993 -0.840190 0.534398 -0.915117 -0.108088 -0.254454

Antenna 128: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 5.079262 -0.836212 5.079262 -1.283781 0.803653 0.124577 0.323365 0.984345 1.268422

Antenna 128: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.522605 1.522605 -0.519866 -0.138120 0.012129 -0.377742 0.275127 -0.533830 0.255920

Antenna 128: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 0.659413 -0.340543 0.376424 -0.073205 -0.623886 -0.028555 -0.594938 0.659413 0.014403

Antenna 128: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 0.745275 0.745275 -0.333335 -0.499156 -0.025943 -0.837082 0.079733 -0.199099 0.081267

Antenna 128: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.500273 1.500273 -0.455911 -0.667793 -0.461575 -0.498581 -0.904751 0.361652 -0.270127

Antenna 128: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.809396 1.809396 -0.665821 -0.697021 -0.755023 -0.747987 -1.036137 0.043760 -0.445019

Antenna 128: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.942131 -0.683205 1.942131 -0.500532 -0.149002 -0.825545 -0.145837 -0.023090 0.265686

Antenna 128: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 0.636693 -0.015287 0.636693 0.098211 -0.623398 -0.256725 -0.423973 0.271745 0.064455

Antenna 128: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 0.948078 0.948078 -0.421966 -0.647370 0.035216 -0.035629 -0.270648 -0.451707 0.121741

Antenna 128: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.406685 3.406685 -0.916981 -0.248835 -0.775821 0.155131 -0.437989 -0.616787 0.160714

Antenna 128: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.401200 -0.199729 2.401200 -0.082761 -0.637608 -1.106919 0.464018 -0.811724 0.022510

Antenna 128: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.720553 2.720553 -0.687447 -0.092389 -0.046576 -0.419169 -0.722024 -0.660623 0.660989

Antenna 128: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 3193.678944 91.528315 84.845399 166.036753 160.671338 193.233073 179.910235 3193.678944 2463.266165

Antenna 128: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 0.026177 -0.685651 0.009475 -0.421519 -0.645066 -0.048846 -0.720298 0.026177 -0.096555

Antenna 128: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.376386 1.376386 -0.654658 -0.728411 -0.416828 -0.866349 -0.323158 -0.260710 -0.143306

Antenna 128: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.457123 -0.607783 1.457123 -0.251208 -0.840581 0.031552 -0.646153 -0.144348 -0.335867

Antenna 128: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.377777 -0.696622 1.377777 -0.281137 -0.725053 0.280670 -1.147135 -0.574584 -0.676657

Antenna 128: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.877050 1.877050 -0.517326 -0.833053 -0.077398 -0.425307 -0.335221 -0.548628 0.053942

Antenna 128: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.351549 -0.581654 3.351549 0.053803 0.402051 -0.844300 -0.498471 -0.047506 -0.851678

Antenna 128: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.530895 -0.705916 2.530895 -0.809837 0.278042 -1.157308 0.663670 -0.692831 -1.063237

Antenna 128: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.511066 -0.455031 1.511066 -0.167926 -0.916479 0.624969 -1.336566 0.193902 -0.572102

Antenna 128: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.498247 -0.829219 1.498247 -0.476694 -0.739327 -0.054795 0.286234 0.205851 -0.930415

Antenna 128: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Variability 0.696850 -0.039302 -0.717994 -0.387806 -0.705883 0.696850 0.160935 0.100076 -0.225485

Antenna 128: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 Not Found nn Temporal Discontinuties 746.932490 55.940158 49.475830 60.208571 52.305941 127.438275 82.667653 746.932490 461.825931

Antenna 128: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 1090.794688 91.958495 50.789323 81.399164 64.955901 76.546232 38.410145 1090.794688 547.930593

Antenna 128: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 2208.538028 30.146155 36.099387 37.606271 50.178428 39.518267 116.333648 851.921887 2208.538028

Antenna 128: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 2351.334375 82.850683 185.744029 280.592998 356.824263 30.539464 64.776259 1150.048338 2351.334375

Antenna 128: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 951.724928 30.459169 38.425632 46.234106 64.524326 160.349675 208.850068 649.218790 951.724928

Antenna 128: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 1407.292782 79.310168 65.317179 91.098608 80.851332 533.584058 676.131345 1407.292782 1315.329210

Antenna 128: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.008276 -0.020526 -0.875827 0.403273 -0.205187 0.055893 1.008276 0.184915 -0.271139

Antenna 128: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.324235 -0.528739 3.324235 -1.157367 -0.363387 -0.320937 -0.320422 0.042119 -0.183582

Antenna 128: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 0.846382 0.846382 -0.931922 -0.837449 -0.772442 -0.660418 -0.834185 -0.567246 -0.139149

Antenna 128: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.492360 -0.916638 -0.483212 -0.861528 -0.555092 1.492360 -0.280683 -0.322532 -0.066882

Antenna 128: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.353615 -0.794778 -0.276891 -0.799783 -0.610127 2.353615 -0.312123 -0.472346 0.010050

Antenna 128: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.201450 -0.885617 0.157989 -0.908683 -0.478119 1.201450 -0.176490 -0.316739 -0.317860

Antenna 128: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.614243 3.614243 -0.537744 -0.065182 -1.035581 -0.070363 0.939686 -0.671783 0.080039

Antenna 128: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.987200 -0.022079 -0.736625 -0.560617 -0.683957 0.045567 1.987200 -0.091082 -0.441764

Antenna 128: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.150917 -0.642188 0.102920 -0.861506 -0.421884 1.150917 -0.802910 -0.228336 -0.091256

Antenna 128: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 0.481678 -0.845800 0.055926 -0.902184 -0.315733 0.481678 0.037926 -0.154996 0.258415

Antenna 128: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 0.952412 -0.750592 0.079967 -1.023218 -0.555896 0.952412 -0.384608 -0.541004 -0.189297

Antenna 128: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.988174 -0.512482 2.988174 -0.404549 0.008100 -0.782518 0.433148 0.532661 -0.605446

Antenna 128: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Shape 0.165385 0.165385 -0.808025 -0.230501 -0.954707 0.102570 -0.815803 -0.472226 -0.738336

Antenna 128: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Shape -0.017868 -0.903379 -0.017868 -0.928656 -0.487199 -1.279456 -0.420653 -0.333125 -0.187435

Antenna 128: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 0.837945 -0.342928 -0.724482 -0.359986 -0.538676 0.314268 0.837945 -0.191722 -0.271859

Antenna 128: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 0.204531 -0.146291 -0.718058 -0.444072 -0.734778 -0.156836 0.204531 -0.019098 -0.071559

Antenna 128: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.491453 -0.850959 2.491453 -1.104160 -0.151986 -1.227265 -0.018450 0.061673 -0.917586

Antenna 128: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.846630 -0.870065 -0.254016 -0.684244 -0.338653 2.846630 -0.085636 -0.026545 -0.256721

Antenna 128: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 0.674903 0.674903 -0.978041 -0.680559 -1.052115 0.051624 -1.279260 0.174211 0.447695

Antenna 128: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.110978 -0.177771 -0.901029 -0.802061 -0.764026 1.110978 -0.616207 -0.530953 -0.440463

Antenna 128: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.111480 -0.110270 -0.786089 -0.628856 -0.992597 2.111480 -0.755270 -0.589543 -0.451120

Antenna 128: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.781795 -0.635831 2.781795 -1.208807 -0.526660 -1.159982 0.164388 0.268251 -0.244439

Antenna 128: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 0.740821 0.740821 0.463603 -1.401797 -1.035654 -1.453380 -1.385063 -0.643888 -0.107521

Antenna 128: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.564418 -0.061968 -0.707956 -0.488631 -0.881775 1.564418 -1.119051 -0.661706 -0.374586

Antenna 128: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 0.712976 -0.768553 -0.520764 -0.426241 -0.019513 0.712976 0.068655 -0.188487 -0.056093

Antenna 128: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 5.865078 -0.910952 5.865078 -1.030767 -0.483934 0.457971 1.164229 0.264184 -0.342743

Antenna 128: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 5.477859 5.477859 -0.727467 -0.535472 -0.637128 0.377195 0.689112 -0.300537 0.360750

Antenna 128: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 14955.153213 4678.421764 4678.421764 4356.617150 4356.617150 3030.793768 3030.793768 14955.153213 14955.153213

Antenna 128: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 3292.386944 847.265339 847.265339 759.875195 759.875195 825.738871 825.738871 3292.386944 3292.386944

Antenna 128: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 2229.304599 738.351918 738.351918 727.192407 727.192407 677.374559 677.374559 2229.304599 2229.304599

Antenna 128: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.697318 3.697318 -0.573152 -0.287863 -1.080388 0.065626 -1.273345 -0.577571 -0.667673

Antenna 128: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 3.036317 -0.617355 3.036317 -1.018411 -0.623668 -0.169068 0.414507 -1.262978 -0.633766

Antenna 128: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Shape -0.155929 -0.155929 -0.548170 -0.680104 -0.556889 -0.816085 -0.717140 -0.953816 -0.901513

Antenna 128: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Temporal Variability 0.972155 -1.144979 -0.302245 -0.590178 -1.147059 0.972155 -0.518398 -0.448512 -0.172245

Antenna 128: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 0.930653 -1.279146 -0.080292 -0.269995 -0.926882 0.171441 0.930653 -0.877441 0.142739

Antenna 128: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 0.056237 -0.395419 0.044745 -0.570547 -0.801309 -1.098076 0.056237 -0.183321 -0.327444

Antenna 128: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 128: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Temporal Variability 5.537804 0.615000 -0.989609 -0.365129 -0.700490 0.678080 5.537804 0.868653 0.528110

Antenna 128: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Temporal Variability 0.500752 0.319642 -1.223723 -0.635463 -0.995317 -0.663531 0.500752 -0.211344 -0.957946

Antenna 128: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 0.591528 0.114017 -1.213543 -0.484487 -0.957928 0.591528 -0.252540 -0.378281 -0.854212

Antenna 128: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 0.851372 0.013524 -0.796843 -0.611179 -0.910281 0.851372 -0.484411 0.115699 -0.048001

Antenna 128: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Temporal Variability 0.612782 -0.718909 -0.265779 -0.989501 -0.344692 0.612782 -1.185765 -0.345800 -0.609503

Antenna 128: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 1.481149 -0.021229 -0.964691 -0.208853 -0.666327 1.481149 -0.426220 -0.855955 -0.674145

Antenna 128: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.011095 -0.905056 0.011095 -0.682275 -0.280633 -0.680223 -0.359307 -0.882439 -0.892303

Antenna 128: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 0.135972 -0.079687 -0.901458 -0.790646 -0.615629 0.135972 -0.144576 -0.735839 -0.671068

Antenna 128: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.516818 0.516818 -0.826167 -0.088602 -0.677376 0.015324 -0.661583 -0.338233 -0.513227

Antenna 128: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 128: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 1.271105 -0.133596 -0.228452 -0.764624 -0.748352 1.271105 -0.105863 0.217759 -0.353924

Antenna 128: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.027207 -0.893107 0.027207 -0.726391 -0.939552 -0.472333 0.018257 -2.004137 -0.922040

Antenna 128: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 0.979299 -1.235183 -0.500339 -0.545878 -0.406653 -0.490470 0.979299 -0.613390 -0.785217

Antenna 128: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 1.404528 -1.129245 -0.887002 -0.143382 -0.913129 0.518651 1.404528 -0.195161 -0.111664

Antenna 128: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.067053 0.067053 -0.740853 -0.710150 -1.042686 -0.257781 -0.584221 -0.519960 -0.476652

Antenna 128: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 1.428042 -0.223781 0.414879 -0.908104 -0.712861 0.331309 1.428042 -0.038257 -0.216073

Antenna 128: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.491929 0.491929 -0.837955 -0.845221 -0.665603 -0.216102 -1.006400 -0.866085 -1.429495

Antenna 128: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.736189 -0.969613 0.736189 0.258467 -0.901605 0.080641 -0.300357 -1.110862 -0.327607

Antenna 128: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.594044 0.594044 -1.078295 -0.817114 -0.238423 -0.273763 -0.591134 -0.565302 -1.034836

Antenna 128: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.847753 0.847753 -1.106345 -0.879687 -0.041797 -0.369295 -0.138358 -0.694384 -1.296433

Antenna 128: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.866560 0.866560 -1.102635 -0.664584 0.360239 -0.477090 0.024867 -0.618096 -1.063648

Antenna 128: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Temporal Variability 2.165901 0.630955 0.777590 -0.691571 -0.668141 -0.052713 2.165901 -0.808646 -0.787522

Antenna 128: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Power 0.338418 0.298430 -0.954725 0.338418 -0.382488 -0.328781 -0.097610 -0.509977 -0.813887

Antenna 128: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 0.906977 -0.676049 0.906977 -1.172978 -0.506271 -0.914368 -0.610367 -1.143658 -0.871386

Antenna 128: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 1.231454 -0.825088 1.231454 -0.299464 -0.590309 -1.009353 0.745034 -0.788258 -0.858606

Antenna 128: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 10 digital_ok nn Shape 1.136794 1.136794 -0.913375 -0.957320 -0.530395 -0.696980 -0.886697 -1.140859 -1.032721